wiki_asp

参考文献:

アルバム

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:wiki_asp/album')
  • 説明
WikiAsp is a multi-domain, aspect-based summarization dataset in the encyclopedic
domain. In this task, models are asked to summarize cited reference documents of a
Wikipedia article into aspect-based summaries. Each of the 20 domains include 10
domain-specific pre-defined aspects.
  • ライセンス: CC BY-SA 4.0
  • バージョン: 1.1.0
  • 分割:
スプリット
'test' 3038
'train' 24434
'validation' 3104
  • 特徴
{
    "exid": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "inputs": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "targets": {
        "feature": {
            "feature": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

動物

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:wiki_asp/animal')
  • 説明
WikiAsp is a multi-domain, aspect-based summarization dataset in the encyclopedic
domain. In this task, models are asked to summarize cited reference documents of a
Wikipedia article into aspect-based summaries. Each of the 20 domains include 10
domain-specific pre-defined aspects.
  • ライセンス: CC BY-SA 4.0
  • バージョン: 1.1.0
  • 分割:
スプリット
'test' 2007年
'train' 16540
'validation' 2005年
  • 特徴
{
    "exid": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "inputs": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "targets": {
        "feature": {
            "feature": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

アーティスト

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:wiki_asp/artist')
  • 説明
WikiAsp is a multi-domain, aspect-based summarization dataset in the encyclopedic
domain. In this task, models are asked to summarize cited reference documents of a
Wikipedia article into aspect-based summaries. Each of the 20 domains include 10
domain-specific pre-defined aspects.
  • ライセンス: CC BY-SA 4.0
  • バージョン: 1.1.0
  • 分割:
スプリット
'test' 3329
'train' 26754
'validation' 3194
  • 特徴
{
    "exid": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "inputs": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "targets": {
        "feature": {
            "feature": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

建物

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:wiki_asp/building')
  • 説明
WikiAsp is a multi-domain, aspect-based summarization dataset in the encyclopedic
domain. In this task, models are asked to summarize cited reference documents of a
Wikipedia article into aspect-based summaries. Each of the 20 domains include 10
domain-specific pre-defined aspects.
  • ライセンス: CC BY-SA 4.0
  • バージョン: 1.1.0
  • 分割:
スプリット
'test' 2482
'train' 20449
'validation' 2607
  • 特徴
{
    "exid": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "inputs": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "targets": {
        "feature": {
            "feature": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

会社

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:wiki_asp/company')
  • 説明
WikiAsp is a multi-domain, aspect-based summarization dataset in the encyclopedic
domain. In this task, models are asked to summarize cited reference documents of a
Wikipedia article into aspect-based summaries. Each of the 20 domains include 10
domain-specific pre-defined aspects.
  • ライセンス: CC BY-SA 4.0
  • バージョン: 1.1.0
  • 分割:
スプリット
'test' 3029
'train' 24353
'validation' 2946
  • 特徴
{
    "exid": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "inputs": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "targets": {
        "feature": {
            "feature": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

教育機関

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:wiki_asp/educational_institution')
  • 説明
WikiAsp is a multi-domain, aspect-based summarization dataset in the encyclopedic
domain. In this task, models are asked to summarize cited reference documents of a
Wikipedia article into aspect-based summaries. Each of the 20 domains include 10
domain-specific pre-defined aspects.
  • ライセンス: CC BY-SA 4.0
  • バージョン: 1.1.0
  • 分割:
スプリット
'test' 2267
'train' 17634
'validation' 2141
  • 特徴
{
    "exid": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "inputs": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "targets": {
        "feature": {
            "feature": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

イベント

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:wiki_asp/event')
  • 説明
WikiAsp is a multi-domain, aspect-based summarization dataset in the encyclopedic
domain. In this task, models are asked to summarize cited reference documents of a
Wikipedia article into aspect-based summaries. Each of the 20 domains include 10
domain-specific pre-defined aspects.
  • ライセンス: CC BY-SA 4.0
  • バージョン: 1.1.0
  • 分割:
スプリット
'test' 828
'train' 6475
'validation' 807
  • 特徴
{
    "exid": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "inputs": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "targets": {
        "feature": {
            "feature": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

映画

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:wiki_asp/film')
  • 説明
WikiAsp is a multi-domain, aspect-based summarization dataset in the encyclopedic
domain. In this task, models are asked to summarize cited reference documents of a
Wikipedia article into aspect-based summaries. Each of the 20 domains include 10
domain-specific pre-defined aspects.
  • ライセンス: CC BY-SA 4.0
  • バージョン: 1.1.0
  • 分割:
スプリット
'test' 3981
'train' 32129
'validation' 4014
  • 特徴
{
    "exid": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "inputs": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "targets": {
        "feature": {
            "feature": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

グループ

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:wiki_asp/group')
  • 説明
WikiAsp is a multi-domain, aspect-based summarization dataset in the encyclopedic
domain. In this task, models are asked to summarize cited reference documents of a
Wikipedia article into aspect-based summaries. Each of the 20 domains include 10
domain-specific pre-defined aspects.
  • ライセンス: CC BY-SA 4.0
  • バージョン: 1.1.0
  • 分割:
スプリット
'test' 1444
'train' 11966
'validation' 1462年
  • 特徴
{
    "exid": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "inputs": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "targets": {
        "feature": {
            "feature": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

歴史的な場所

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:wiki_asp/historic_place')
  • 説明
WikiAsp is a multi-domain, aspect-based summarization dataset in the encyclopedic
domain. In this task, models are asked to summarize cited reference documents of a
Wikipedia article into aspect-based summaries. Each of the 20 domains include 10
domain-specific pre-defined aspects.
  • ライセンス: CC BY-SA 4.0
  • バージョン: 1.1.0
  • 分割:
スプリット
'test' 600
'train' 4919
'validation' 601
  • 特徴
{
    "exid": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "inputs": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "targets": {
        "feature": {
            "feature": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

インフラストラクチャー

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:wiki_asp/infrastructure')
  • 説明
WikiAsp is a multi-domain, aspect-based summarization dataset in the encyclopedic
domain. In this task, models are asked to summarize cited reference documents of a
Wikipedia article into aspect-based summaries. Each of the 20 domains include 10
domain-specific pre-defined aspects.
  • ライセンス: CC BY-SA 4.0
  • バージョン: 1.1.0
  • 分割:
スプリット
'test' 2091年
'train' 17226
'validation' 1984年
  • 特徴
{
    "exid": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "inputs": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "targets": {
        "feature": {
            "feature": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

交通手段の平均

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:wiki_asp/mean_of_transportation')
  • 説明
WikiAsp is a multi-domain, aspect-based summarization dataset in the encyclopedic
domain. In this task, models are asked to summarize cited reference documents of a
Wikipedia article into aspect-based summaries. Each of the 20 domains include 10
domain-specific pre-defined aspects.
  • ライセンス: CC BY-SA 4.0
  • バージョン: 1.1.0
  • 分割:
スプリット
'test' 1170
'train' 9277
'validation' 1215
  • 特徴
{
    "exid": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "inputs": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "targets": {
        "feature": {
            "feature": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

オフィスホルダー

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:wiki_asp/office_holder')
  • 説明
WikiAsp is a multi-domain, aspect-based summarization dataset in the encyclopedic
domain. In this task, models are asked to summarize cited reference documents of a
Wikipedia article into aspect-based summaries. Each of the 20 domains include 10
domain-specific pre-defined aspects.
  • ライセンス: CC BY-SA 4.0
  • バージョン: 1.1.0
  • 分割:
スプリット
'test' 2333
'train' 18177
'validation' 2218
  • 特徴
{
    "exid": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "inputs": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "targets": {
        "feature": {
            "feature": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

植物

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:wiki_asp/plant')
  • 説明
WikiAsp is a multi-domain, aspect-based summarization dataset in the encyclopedic
domain. In this task, models are asked to summarize cited reference documents of a
Wikipedia article into aspect-based summaries. Each of the 20 domains include 10
domain-specific pre-defined aspects.
  • ライセンス: CC BY-SA 4.0
  • バージョン: 1.1.0
  • 分割:
スプリット
'test' 774
'train' 6107
'validation' 786
  • 特徴
{
    "exid": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "inputs": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "targets": {
        "feature": {
            "feature": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

シングル

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:wiki_asp/single')
  • 説明
WikiAsp is a multi-domain, aspect-based summarization dataset in the encyclopedic
domain. In this task, models are asked to summarize cited reference documents of a
Wikipedia article into aspect-based summaries. Each of the 20 domains include 10
domain-specific pre-defined aspects.
  • ライセンス: CC BY-SA 4.0
  • バージョン: 1.1.0
  • 分割:
スプリット
'test' 1712年
'train' 14217
'validation' 1734年
  • 特徴
{
    "exid": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "inputs": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "targets": {
        "feature": {
            "feature": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

サッカー選手

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:wiki_asp/soccer_player')
  • 説明
WikiAsp is a multi-domain, aspect-based summarization dataset in the encyclopedic
domain. In this task, models are asked to summarize cited reference documents of a
Wikipedia article into aspect-based summaries. Each of the 20 domains include 10
domain-specific pre-defined aspects.
  • ライセンス: CC BY-SA 4.0
  • バージョン: 1.1.0
  • 分割:
スプリット
'test' 2280
'train' 17599
'validation' 2150
  • 特徴
{
    "exid": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "inputs": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "targets": {
        "feature": {
            "feature": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

ソフトウェア

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:wiki_asp/software')
  • 説明
WikiAsp is a multi-domain, aspect-based summarization dataset in the encyclopedic
domain. In this task, models are asked to summarize cited reference documents of a
Wikipedia article into aspect-based summaries. Each of the 20 domains include 10
domain-specific pre-defined aspects.
  • ライセンス: CC BY-SA 4.0
  • バージョン: 1.1.0
  • 分割:
スプリット
'test' 1638年
'train' 13516
'validation' 1637年
  • 特徴
{
    "exid": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "inputs": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "targets": {
        "feature": {
            "feature": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

テレビ番組

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:wiki_asp/television_show')
  • 説明
WikiAsp is a multi-domain, aspect-based summarization dataset in the encyclopedic
domain. In this task, models are asked to summarize cited reference documents of a
Wikipedia article into aspect-based summaries. Each of the 20 domains include 10
domain-specific pre-defined aspects.
  • ライセンス: CC BY-SA 4.0
  • バージョン: 1.1.0
  • 分割:
スプリット
'test' 1072
'train' 8717
'validation' 1128
  • 特徴
{
    "exid": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "inputs": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "targets": {
        "feature": {
            "feature": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:wiki_asp/town')
  • 説明
WikiAsp is a multi-domain, aspect-based summarization dataset in the encyclopedic
domain. In this task, models are asked to summarize cited reference documents of a
Wikipedia article into aspect-based summaries. Each of the 20 domains include 10
domain-specific pre-defined aspects.
  • ライセンス: CC BY-SA 4.0
  • バージョン: 1.1.0
  • 分割:
スプリット
'test' 1831年
'train' 14818
'validation' 1911年
  • 特徴
{
    "exid": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "inputs": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "targets": {
        "feature": {
            "feature": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}

書かれた作品

次のコマンドを使用して、このデータセットを TFDS にロードします。

ds = tfds.load('huggingface:wiki_asp/written_work')
  • 説明
WikiAsp is a multi-domain, aspect-based summarization dataset in the encyclopedic
domain. In this task, models are asked to summarize cited reference documents of a
Wikipedia article into aspect-based summaries. Each of the 20 domains include 10
domain-specific pre-defined aspects.
  • ライセンス: CC BY-SA 4.0
  • バージョン: 1.1.0
  • 分割:
スプリット
'test' 1931年
'train' 15065
'validation' 1843年
  • 特徴
{
    "exid": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "inputs": {
        "feature": {
            "dtype": "string",
            "id": null,
            "_type": "Value"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    },
    "targets": {
        "feature": {
            "feature": {
                "dtype": "string",
                "id": null,
                "_type": "Value"
            },
            "length": -1,
            "id": null,
            "_type": "Sequence"
        },
        "length": -1,
        "id": null,
        "_type": "Sequence"
    }
}